Maschinenbauer | Data Scientist | MBA. Ich helfe Unternehmen, KI-Lösungen zu entwicklen und umzusetzen.
Aktualisiert am 08.05.2024
Profil
Freiberufler / Selbstständiger
Remote-Arbeit
Verfügbar ab: 08.05.2024
Verfügbar zu: 40%
davon vor Ort: 100%
Data Science
Python
agiles Projektmanagement
Deep Learning
Cloud Computing
Microsoft Office
Tableau
ISO 9001
Scrum
NLP
BPM
künstlicher Intelligenz
English
German
Spanish

Einsatzorte

Einsatzorte

München (+20km)
Deutschland
Hybrid Arbeit ist in Ordnung.
möglich

Projekte

Projekte

4 Monate
2023-05 - 2023-08

AI project: Development and embedding of a NN for an automotive function

AI Project Manager Neural Network CNN Quantization
AI Project Manager


Neural Network CNN Quantization
4 Monate
2021-09 - 2021-12

AI Project: Forecasting Charging Station Utilization in Belin

Data Scientist and Project Manager Python Machine Learning
Data Scientist and Project Manager
Python Machine Learning
Cirrantic GmbH
6 Monate
2020-01 - 2020-06

Data analyst - Strategy Department

Working Student Data Scientist Python Project Management
Working Student Data Scientist
  • Data transformation with both python and SQL
  • Full application of Business Intelligence process within a DWH
  • Proposition of a new data based business model for interieur of cars
Tableau
Python Project Management
BMW AG
3 Jahre
2016-09 - 2019-08

Validation Manager Rolls-Royce Door Trim Panels

Validation Manager Project Management Validation Automotive ...
Validation Manager
  • Projects: Rolls-Royce Phantom (RR11/12), Cullinan (RR31), Ghost (RR21/22); BMW 7er (G70). Total budget over 2M€.
  • Responsible to validate cockpit functions and carry out admission tests fulfilling requirements at specific milestones.
  • Responsible for pre-development tasks and definition of specifications and requirements to ensure functional quality of the system.
  • Proactively improve BMW validation process: Creation of a synchro plan and validation plan using VBA for the validation team.
Microsoft Excel CAD
Project Management Validation Automotive Process Management
BMW AG
1 Jahr 4 Monate
2015-06 - 2016-09

Process Manager: System Quality Manager & Maturity Management

Process Manager: System Quality Manager Maturity Management ISO 9001
Process Manager: System Quality Manager
  • Operational implementation of ISO 9001:2008 in the development department successfully passing the external audit.
  • Gathering, communication and implementation of lessons learned in the department to ensure continuous quality improvement.
  • Creation of a process to ensure the maturity level of the department.
  • Regular reporting to heads of department.
  • Process orientation to all employees involved in it.
Maturity Management ISO 9001
BMW AG
3 Jahre 6 Monate
2011-05 - 2014-10

Quality Manager, Production Plan Manager, Product Manager

Quality Manager, Production Plan Manager, Product Manager Quality Manager Production Planning Audits ...
Quality Manager, Production Plan Manager, Product Manager
  • Creation „from 0“ and maintenance of a quality system according to ISO 9001:2008 and ISO/TS 16949. Responsible for audits, customer service, quality targets, supplier control and plant quality.
  • Responsible for production and assembling planning of two factories (workforce and machines).
  • Responsible for releasing automotive projects such as a cooling fan for BROSE. This implies reaching customers’ technical and production requirements.
Quality Manager Production Planning Audits 8D Report 8D Bericht Supplier Assessment
Fulemm S.L., Navarra (Spain) and Marinha Grande (Portugal)

Aus- und Weiterbildung

Aus- und Weiterbildung

1 Jahr 4 Monate
2023-01 - 2024-04

Deep Learning Specialization

Deep Learning Specialist, deeplearning.ai
Deep Learning Specialist
deeplearning.ai
Neural Networks and Deep Learning
 
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
 
 
Structuring Machine Learning Projects
 
 
Convolutional Neural Networks
 
 
Sequence Models
1 Jahr
2019-10 - 2020-09

Part-time Master in Big Data and Data Science

Part-time Master, Valencia International University
Part-time Master
Valencia International University
  • Master Thesis: Applied NLP and sentiment analysis to user mood
  • Application of unsupervised and supervised learning to label, preprocess and classify quotes to cheer users up by giving them an appropriate output.
2 Jahre 10 Monate
2016-09 - 2019-06

Part-time MBA General Management

Part-time MBA, Munich Business School
Part-time MBA
Munich Business School
  • Master Thesis: Role of the EV in Smart Grid (written at BMW AG).
  • Study of Smart Grid as a complex system of systems by means of systems engineering (UML) and agile methodology (ADSRM).
5 Jahre 10 Monate
2004-09 - 2010-06

Diplom Mechanical Engineer

Bachelor, Universitat Rovira i Virgili
Bachelor
Universitat Rovira i Virgili
  • Final project: Design and calculation of a building (car dealer).
  • Design and calculation of all structural elements and installations complying with Spanish standards.

Position

Position

General Manger bei AI Shepherds GmbH

Kompetenzen

Kompetenzen

Top-Skills

Data Science Python agiles Projektmanagement Deep Learning Cloud Computing Microsoft Office Tableau ISO 9001 Scrum NLP BPM künstlicher Intelligenz

Schwerpunkte

Audits
Data Science
Deep Learning
ISO 9001
Machine Learning
NLP
Quality Manager

Produkte / Standards / Erfahrungen / Methoden

8D Bericht
8D Report
Automotive
Microsoft Excel
Process Management
Production Planning
Supplier Assessment
Tableau

Summary

  • Mechanical Engineer graduate with MBA and a master in data science with +12 years of working experience.

  • Validation manager. Successful validation of Rolls-Royce Phantom (RR11/12), Cullinan (RR31), Ghost (RR21/22) & BMW 7 series (G70) cockpits with over 2M? budget.

  • Process development and implementation. Creation of Synchro plan and Validation plan for BMW department using VBA. Creation of a full quality system for a factory (ISO 9001:2008) successfully passing all forthcoming internal and external audits.

  • Founder at the age of 35. After completing the master in data science, I have founded my very first company covering the fields of automotive, mobility and AI.

  • AI influencer: Over 15.000 followers in all social networks.


Soft skills:

Project & Process Management, Problem Solving, Critical Observation, Thoroughness, Creativity, Resilience, Time Management and Organization, Mentoring Skills


Hard Skills:

Microsoft Office (Excel VBA), Python, R, SQL, Hadoop, Spark, NLP, Deep Learning, Tableau, Could Computing, IoT, ISO 9001, Scrum (certified Master and PO), Analytics, German, English & Spanish

Programmiersprachen

Python

Hardware

Validation

Berechnung / Simulation / Versuch / Validierung

Project Management

Design / Entwicklung / Konstruktion

CAD
Maturity Management

Branchen

Branchen

Automotive

Manufacturing

Energy

Einsatzorte

Einsatzorte

München (+20km)
Deutschland
Hybrid Arbeit ist in Ordnung.
möglich

Projekte

Projekte

4 Monate
2023-05 - 2023-08

AI project: Development and embedding of a NN for an automotive function

AI Project Manager Neural Network CNN Quantization
AI Project Manager


Neural Network CNN Quantization
4 Monate
2021-09 - 2021-12

AI Project: Forecasting Charging Station Utilization in Belin

Data Scientist and Project Manager Python Machine Learning
Data Scientist and Project Manager
Python Machine Learning
Cirrantic GmbH
6 Monate
2020-01 - 2020-06

Data analyst - Strategy Department

Working Student Data Scientist Python Project Management
Working Student Data Scientist
  • Data transformation with both python and SQL
  • Full application of Business Intelligence process within a DWH
  • Proposition of a new data based business model for interieur of cars
Tableau
Python Project Management
BMW AG
3 Jahre
2016-09 - 2019-08

Validation Manager Rolls-Royce Door Trim Panels

Validation Manager Project Management Validation Automotive ...
Validation Manager
  • Projects: Rolls-Royce Phantom (RR11/12), Cullinan (RR31), Ghost (RR21/22); BMW 7er (G70). Total budget over 2M€.
  • Responsible to validate cockpit functions and carry out admission tests fulfilling requirements at specific milestones.
  • Responsible for pre-development tasks and definition of specifications and requirements to ensure functional quality of the system.
  • Proactively improve BMW validation process: Creation of a synchro plan and validation plan using VBA for the validation team.
Microsoft Excel CAD
Project Management Validation Automotive Process Management
BMW AG
1 Jahr 4 Monate
2015-06 - 2016-09

Process Manager: System Quality Manager & Maturity Management

Process Manager: System Quality Manager Maturity Management ISO 9001
Process Manager: System Quality Manager
  • Operational implementation of ISO 9001:2008 in the development department successfully passing the external audit.
  • Gathering, communication and implementation of lessons learned in the department to ensure continuous quality improvement.
  • Creation of a process to ensure the maturity level of the department.
  • Regular reporting to heads of department.
  • Process orientation to all employees involved in it.
Maturity Management ISO 9001
BMW AG
3 Jahre 6 Monate
2011-05 - 2014-10

Quality Manager, Production Plan Manager, Product Manager

Quality Manager, Production Plan Manager, Product Manager Quality Manager Production Planning Audits ...
Quality Manager, Production Plan Manager, Product Manager
  • Creation „from 0“ and maintenance of a quality system according to ISO 9001:2008 and ISO/TS 16949. Responsible for audits, customer service, quality targets, supplier control and plant quality.
  • Responsible for production and assembling planning of two factories (workforce and machines).
  • Responsible for releasing automotive projects such as a cooling fan for BROSE. This implies reaching customers’ technical and production requirements.
Quality Manager Production Planning Audits 8D Report 8D Bericht Supplier Assessment
Fulemm S.L., Navarra (Spain) and Marinha Grande (Portugal)

Aus- und Weiterbildung

Aus- und Weiterbildung

1 Jahr 4 Monate
2023-01 - 2024-04

Deep Learning Specialization

Deep Learning Specialist, deeplearning.ai
Deep Learning Specialist
deeplearning.ai
Neural Networks and Deep Learning
 
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
 
 
Structuring Machine Learning Projects
 
 
Convolutional Neural Networks
 
 
Sequence Models
1 Jahr
2019-10 - 2020-09

Part-time Master in Big Data and Data Science

Part-time Master, Valencia International University
Part-time Master
Valencia International University
  • Master Thesis: Applied NLP and sentiment analysis to user mood
  • Application of unsupervised and supervised learning to label, preprocess and classify quotes to cheer users up by giving them an appropriate output.
2 Jahre 10 Monate
2016-09 - 2019-06

Part-time MBA General Management

Part-time MBA, Munich Business School
Part-time MBA
Munich Business School
  • Master Thesis: Role of the EV in Smart Grid (written at BMW AG).
  • Study of Smart Grid as a complex system of systems by means of systems engineering (UML) and agile methodology (ADSRM).
5 Jahre 10 Monate
2004-09 - 2010-06

Diplom Mechanical Engineer

Bachelor, Universitat Rovira i Virgili
Bachelor
Universitat Rovira i Virgili
  • Final project: Design and calculation of a building (car dealer).
  • Design and calculation of all structural elements and installations complying with Spanish standards.

Position

Position

General Manger bei AI Shepherds GmbH

Kompetenzen

Kompetenzen

Top-Skills

Data Science Python agiles Projektmanagement Deep Learning Cloud Computing Microsoft Office Tableau ISO 9001 Scrum NLP BPM künstlicher Intelligenz

Schwerpunkte

Audits
Data Science
Deep Learning
ISO 9001
Machine Learning
NLP
Quality Manager

Produkte / Standards / Erfahrungen / Methoden

8D Bericht
8D Report
Automotive
Microsoft Excel
Process Management
Production Planning
Supplier Assessment
Tableau

Summary

  • Mechanical Engineer graduate with MBA and a master in data science with +12 years of working experience.

  • Validation manager. Successful validation of Rolls-Royce Phantom (RR11/12), Cullinan (RR31), Ghost (RR21/22) & BMW 7 series (G70) cockpits with over 2M? budget.

  • Process development and implementation. Creation of Synchro plan and Validation plan for BMW department using VBA. Creation of a full quality system for a factory (ISO 9001:2008) successfully passing all forthcoming internal and external audits.

  • Founder at the age of 35. After completing the master in data science, I have founded my very first company covering the fields of automotive, mobility and AI.

  • AI influencer: Over 15.000 followers in all social networks.


Soft skills:

Project & Process Management, Problem Solving, Critical Observation, Thoroughness, Creativity, Resilience, Time Management and Organization, Mentoring Skills


Hard Skills:

Microsoft Office (Excel VBA), Python, R, SQL, Hadoop, Spark, NLP, Deep Learning, Tableau, Could Computing, IoT, ISO 9001, Scrum (certified Master and PO), Analytics, German, English & Spanish

Programmiersprachen

Python

Hardware

Validation

Berechnung / Simulation / Versuch / Validierung

Project Management

Design / Entwicklung / Konstruktion

CAD
Maturity Management

Branchen

Branchen

Automotive

Manufacturing

Energy

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